We speculate that the altered ubiquitination of ACSL1, ACSL5, EHHADH, and ACAA1 contributes to their increased hepatic protein levels and abnormal subcellular localization in dairy goats with fatty liver. Here, ACSL5 is linked to fatty liver disease.